soilgd12/src/views/User/cadmiumPrediction/FutureCadmiumPrediction.vue

<template>
  <div class="container">
    <!-- 顶部操作栏 -->
    <div class="toolbar">
      <div class="forecast-controls">
        <div class="year-selector">
          <!-- 新增：年份输入标题 -->
          <span class="input-label">预测年份：</span>
          <el-input
            v-model.number="forecastYear"
            type="number"
            placeholder="输入预测年份（1-100）"
            :min="1"
            :max="100"
            @keypress.enter="generateForecast"
            :class="{ 'is-invalid': !isValidYear }"
            class="custom-input"
          ></el-input>
          <el-button 
            class="custom-button"
            :loading="isGenerating"
            :disabled="(!isValidYear || isGenerating)"
            @click="generateForecast"
          >
            开始预测
          </el-button>
        </div>
      </div>
    </div>

    <!-- 主体内容区 -->
    <div class="content-area">
      <!-- 预测结果展示区 - 垂直排列 -->
        <!-- 地图部分 -->
        <div class="visualization-section">
          <h3>土壤Cd未来浓度预测地图</h3>
          <div class="image-container">
          <div v-if="loadingMap" class="loading-container">
            <el-icon class="loading-icon"><Loading /></el-icon>
            <span>地图加载中...</span>
          </div>
          <img v-if="mapImageUrl" :src="mapImageUrl" class="result-img"></img>
          <div v-else class="no-data">
            <el-icon><Picture /></el-icon>
            <p>暂无地图数据</p>
          </div>
        </div>
        </div>

        <!-- 直方图部分 -->
        <div class="visualization-section">
          <h3>预测直方图</h3>
          <div class="image-container">
          <div v-if="loadingHistogram" class="loading-container">
            <el-icon class="loading-icon"><Loading /></el-icon>
            <span>直方图加载中...</span>
          </div>
          <img v-if="histogramImageUrl" :src="histogramImageUrl" class="result-img"></img>
          <div v-else class="no-data">
            <el-icon><Histogram /></el-icon>
            <p>暂无直方图数据</p>
          </div>
        </div>
      </div>
      </div>
  </div>
</template>

<script>
import { api8000 } from '@/utils/request';
import { Loading, Picture, Histogram, Right } from '@element-plus/icons-vue';

export default {
  name: 'FutureCdPrediction',
  components: {
    Loading,
    Picture,
    Histogram,
    Right
  },
  props: {
    countyName: {
      type: String,
      required: true,
      default: '乐昌市'
    }
  },
  data() {
    return {
      forecastYear: null,
      isGenerating: false,
      generateVisualization: true,
      loadingMap: false,
      loadingHistogram: false,
      mapBlob: null,
      histogramBlob: null,
      mapImageUrl: '',
      histogramImageUrl: ''
    };
  },
  computed: {
    isValidYear() {
      return this.forecastYear >= 1 && this.forecastYear <= 100;
    },
    canGenerate() {
      return this.isValidYear && !this.isGenerating;
    }
  },
  watch: {
    forecastYear(newVal) {
      newVal = parseInt(newVal);
      if (isNaN(newVal)) this.forecastYear = null;
      if (newVal < 1) this.forecastYear = 1;
      if (newVal > 100) this.forecastYear = 100;
    }
  },
  methods: {
    // 预测控制逻辑
    async generateForecast() {
      if (this.isGenerating) return;

      this.isGenerating = true;
      this.mapBlob = null;
      this.histogramBlob = null;
      this.mapImageUrl = '';
      this.histogramImageUrl = '';

      try {
        // 1. 尝试加载现有预测数据
        await this.checkExistingData();

        // 2. 如果存在历史数据，直接显示
        this.$message.success(`成功加载${this.forecastYear}年预测数据`);
        this.isGenerating = false;
        return;
      } catch (loadError) {
        console.log('未找到历史数据，开始生成预测...', loadError);
      }

      try {
        // 3. 生成新预测
        await this.generateNewPrediction();
        
        // 4. 加载新生成的数据
        await Promise.all([
          this.loadVisualization('map', this.forecastYear),
          this.loadVisualization('histogram', this.forecastYear)
        ]);

        this.$message.success(`预测生成成功（年份：${this.forecastYear}）`);
      } catch (generateError) {
        this.$message.error(`预测失败：${generateError.message}`);
      } finally {
        this.isGenerating = false;
      }
    },

    // 检查历史数据是否存在
    async checkExistingData() {
      await Promise.all([
        this.loadVisualization('map', this.forecastYear),
        this.loadVisualization('histogram', this.forecastYear)
      ]);
    },

    // 生成新预测
    async generateNewPrediction() {
      let url = `/api/cd-flux/predict-future-cd?years=${encodeURIComponent(
        this.forecastYear
      )}`;
      if (this.countyName) {
        url += `&area=${encodeURIComponent(this.countyName)}`;
      }
      if (this.generateVisualization) {
        url += '&generate_visualization=true';
      }

      const response = await api8000.get(url, { responseType: 'json' });
      if (!response.data.success) {
        throw new Error(response.data.message || '生成预测失败');
      }
    },

    // 加载可视化数据
    async loadVisualization(type, year) {
      try {
        const response = await api8000.get(
          `/api/cd-flux/predict-future-cd/${type}/${year}`,
          { responseType: 'blob' }
        );

        if (type === 'map') {
          this.mapBlob = response.data;
          this.mapImageUrl = URL.createObjectURL(this.mapBlob);
        } else {
          this.histogramBlob = response.data;
          this.histogramImageUrl = URL.createObjectURL(this.histogramBlob);
        }
      } catch (error) {
        // 显式抛出错误供外部捕获
        throw new Error(`加载${type}失败: ${error.message}`);
      }
    },
  }
};
</script>

<style scoped>
/* 自定义覆盖样式 */
.container {
  padding: 20px;
  background: linear-gradient(
    135deg, 
    rgba(230, 247, 255, 0.7) 0%, 
    rgba(240, 248, 255, 0.7) 100%
  );
  min-height: 100vh;
  box-sizing: border-box;
}

/* 结果展示区 - 垂直排列 */
.content-area {
  display: flex;
  flex-direction: column;
  gap: 25px;
  margin-top: 15px;
}

/* 可视化区域通用样式 */
.visualization-section {
  background-color: rgba(255, 255, 255, 0.85);
  border-radius: 10px;
  padding: 20px;
  box-shadow: 0 4px 15px rgba(0, 0, 0, 0.08);
  position: relative;
  backdrop-filter: blur(5px);
  overflow: hidden;
  transition: all 0.3s ease;
  border: 1px solid rgba(100, 180, 255, 0.2);
}

.visualization-section:hover {
  box-shadow: 0 6px 20px rgba(0, 100, 200, 0.12);
  transform: translateY(-3px);
}

.visualization-section h3 {
  margin-top: 0;
  margin-bottom: 15px;
  color: #2c3e50;
  font-size: 1.3rem;
  padding-bottom: 10px;
  border-bottom: 1px solid #eaeaea;
  display: flex;
  align-items: center;
}

.visualization-section h3 i {
  margin-right: 8px;
  color: #47C3B9;
}

/* 图片容器样式 */
.image-container {
  position: relative;
  min-height: 350px;
  border-radius: 6px;
  overflow: hidden;
  background-color: #f8fafc;
  border: 1px dashed #cbd5e0;
  display: flex;
  align-items: center;
  justify-content: center;
}

.result-img {
  width: 100%;
  max-height: 500px;
  object-fit: contain;
  border-radius: 4px;
  transition: opacity 0.3s;
}

/* 加载状态样式 */
.loading-container {
  display: flex;
  flex-direction: column;
  align-items: center;
  justify-content: center;
  height: 100%;
  color: #4a5568;
}

.loading-icon {
  font-size: 2rem;
  margin-bottom: 10px;
  color: #47C3B9;
  animation: spin 1.5s linear infinite;
}

@keyframes spin {
  0% { transform: rotate(0deg); }
  100% { transform: rotate(360deg); }
}

/* 无数据状态样式 */
.no-data {
  display: flex;
  flex-direction: column;
  align-items: center;
  justify-content: center;
  height: 100%;
  color: #a0aec0;
  text-align: center;
  padding: 20px;
}

.no-data p {
  margin-top: 10px;
  font-size: 1.1rem;
}

/* 工具栏样式增强 */
.toolbar {
  display: flex;
  flex-direction: column;
  gap: 15px;
  margin-bottom: 20px;
  padding: 20px;
  background-color: rgba(255, 255, 255, 0.9);
  border-radius: 10px;
  box-shadow: 0 4px 12px rgba(0, 0, 0, 0.08);
  backdrop-filter: blur(5px);
  border: 1px solid rgba(100, 180, 255, 0.2);
}

.forecast-controls {
  display: flex;
  flex-wrap: wrap;
  gap: 15px;
  align-items: center;
}

.year-selector {
  display: flex;
  flex-wrap: wrap;
  gap: 15px;
  align-items: center;
  flex: 1;
}

.custom-input {
  flex: 1;
  min-width: 200px;
}

.custom-input.is-invalid {
  border-color: #fc8181;
}

.custom-button {
  background: linear-gradient(135deg, #47C3B9 0%, #3ba0a0 100%) !important;
  color: white !important;
  border: none;
  border-radius: 15px;
  padding: 10px 25px;
  font-weight: bold;
  transition: all 0.3s ease;
  box-shadow: 0 4px 6px rgba(71, 195, 185, 0.2);
}

.custom-button:hover:not(:disabled) {
  transform: translateY(-2px);
  box-shadow: 0 6px 8px rgba(71, 195, 185, 0.3);
}

.custom-button:disabled {
  opacity: 0.7;
  cursor: not-allowed;
}

/* 响应式设计 */
@media (min-width: 992px) {
  .content-area {
    flex-direction: row;
    flex-wrap: wrap;
  }
  
  .visualization-section {
    flex: 1;
    min-width: calc(50% - 15px);
  }
}

@media (max-width: 768px) {
  .toolbar {
    padding: 15px;
  }
  
  .visualization-section {
    padding: 15px;
  }
  
  .image-container {
    min-height: 300px;
  }
}

/* 结果提示动画 */
.fade-enter-active, .fade-leave-active {
  transition: opacity 0.5s;
}
.fade-enter, .fade-leave-to {
  opacity: 0;
}

/* 新增：输入栏标题样式 */
.input-label {
  font-size: 14px;
  color: #666;
  white-space: nowrap; /* 禁止换行，保持标签与输入框对齐 */
  margin-right: 8px; /* 与输入框的间距 */
}

/* 新增：限定输入框长度 */
.custom-input {
  flex: 1;
  min-width: 200px; /* 最小宽度，避免过窄 */
  max-width: 320px; /* 最大宽度，限制输入栏长度 */
}

/* 调整按钮与输入框的间距（可选） */
.custom-button {
  margin-left: auto; /* 让按钮靠右（若需要） */
  /* 原有按钮样式不变 */
}
</style>